David-elias Künstle

Team Lead (AI Engineering) at Web Computing GmbH

Tübingen, Baden-Württemberg, Germany
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Summary

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Senior
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Top School
David-elias Künstle is a Team Lead in AI Engineering with 11 years of software and research experience, currently directing a 10-person team at Web Computing GmbH. He combines a cognitive-science background with a Ph.D.-level focus on machine learning and psychophysics to build efficient, transferable ML solutions and toolboxes (e.g., cblearn). His work spans end-to-end engineering—from hardware integration and test automation in open-source projects like PsychoPy to production AI systems for large financial clients. He mentors and hires engineers, sets technical direction, and advises leadership on AI strategy while maintaining hands-on involvement in algorithm design and experiment-driven software. Notably, he bridged perceptual science and ML in VR experiments to quantify optical distortion, demonstrating an uncommon mix of human-centered experimental design and production-grade software. Based in Tübingen, he brings both academic rigor and practical delivery to cross-disciplinary AI projects.
code11 years of coding experience
job5 years of employment as a software developer
bookDoktor, Computer Science, Doktor, Computer Science at Eberhard Karls Universität Tübingen
bookMaster of Science (M.Sc.), Informatik, Master of Science (M.Sc.), Informatik at Albert-Ludwigs-Universität Freiburg im Breisgau
bookBachelor of Science (B.Sc.), Kognitionswissenschaft, Bachelor of Science (B.Sc.), Kognitionswissenschaft at Eberhard-Karls-Universität Tübingen
languagesGerman, English, French, French
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Github Skills (18)

unit-testing10
pytest10
python10
experimental-design10
hardware-interface10
testing10
machine-learning10
integrations10
numpy10
controls10
bayesian10
optimisation10
system-integration10
emulation10
optimization10

Programming languages (9)

TypeScriptC++TeXJavaScriptLuaHTMLJupyter NotebookRuby

Github contributions (5)

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psychopy/psychopy

Mar 2022 - Mar 2022

For running psychology and neuroscience experiments
Role in this project:
userBack-end Developer / Test Automation Engineer
Contributions:6 commits, 5 PRs, 3 comments in 8 days
Contributions summary:David-elias primarily contributed to the `psychopy` repository by adding and improving hardware integration and testing capabilities. They added support for a new photometer device (Gamma Scientific flexOptometer S470) by writing the necessary driver code. Further, they set up parameters, tested, and provided a unit test to ensure the correct functioning of the newly added hardware components.
neurosciencepythonexperiment-controlcognitive-scienceopenscience
fachschaft/dmsclient

Jul 2017 - Feb 2020

Contributions:2 releases, 31 commits, 7 PRs in 2 years 7 months
command-line-toolmanagement-systemdrinkpythonpython-library
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David-elias Künstle - Team Lead (AI Engineering) at Web Computing GmbH